Regression Analyses

Extensive experience conducting logistic and linear regression analyses using cross-sectional data to evaluate many different outcomes in various populations. Examples of publications with regression analyses include:

 

Regression to look at relationship of age, cognitive function and psychological distress in people with Multiple Sclerosis
Jones SM, Amtmann D. The relationship of age, function, and psychological distress in multiple sclerosis. Psychol Health Med. 2015;20(6):629-34.

 

Regression techniques to evaluate factors associated with itching, fatigue, satisfaction with life in people with burns
Carrougher GJ, Martinez EM, McMullen KS, Fauerbach JA, Holavanahalli RK, Herndon DN, Wiechman SA, Engrav LH, Gibran NS. Pruritus in adult burn survivors: postburn prevalence and risk factors associated with increased intensity. J Burn Care Res. 2013 Jan-Feb;34(1):94-101.

Simko LC, Espinoza LF, McMullen K, Herndon DN, Suman O, Fauerbach JA, Kowalske K, Wiechman S, Kazis LE, Ryan CM, Schneider JC. Fatigue Following Burn Injury: A Burn Model System National Database Study. J Burn Care Res. 2018 Apr 20;39(3):450-456.

Goverman J, Mathews K, Nadler D, Henderson E, McMullen K, Herndon D, Meyer W 3rd, Fauerbach JA, Wiechman S, Carrougher G, Ryan CM, Schneider JC. Satisfaction with life after burn: A Burn Model System National Database Study. Burns. 2016 Aug;42(5):1067-1073.

 

Variables Associated With Communicative Participation after Head and Neck Cancer
Bolt S, Eadie T, Yorkston K, Baylor C, Amtmann D. Variables Associated With Communicative Participation After Head and Neck Cancer. JAMA Otolaryngol Head Neck Surg. 2016 Dec 1;142(12):1145-1151.

 

Multiple regression to evaluate factors associated with sleep problems in people with Multiple Sclerosis
Bamer AM, Johnson KL, Amtmann DA, Kraft GH. Beyond fatigue: Assessing variables associated with sleep problems and use of sleep medications in multiple sclerosis. Clin Epidemiol. 2010 May 1;2010(2):99-106.

Jones SM, Amtmann D. The relationship of age, function, and psychological distress in multiple sclerosis. Psychol Health Med. 2015;20(6):629-34.